Antenna-based processing of the radar data for zone detection in remote sensing imagery

Luis Javier Morales-Mendoza, Yuriy V. Shkvarko, Jose L. Leyva-Montiel, Rene Fabián Vázquez-Bautista · 2004

A new approach is addressed to perform antenna-based processing of radar imagery data aimed at reconstruction/enhancement of the images degraded by a spatially-shift-invariant radar spread function and contaminated with additive Gaussian noise. The fused maximum entropy-variational method is developed and computationally implemented using the modified Hopfield neural network. Enhanced zone detection and image denoising are achieved using the proposed approach.

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